Reporte EDA de Notas

Brought to you by YData

Dataset statistics

Number of variables	17
Number of observations	32681
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	12
Duplicate rows (%)	< 0.1%
Total size in memory	23.2 MiB
Average record size in memory	745.9 B

Variable types

Categorical	6
Text	3
Numeric	7
Boolean	1

Alerts

Dataset has 12 (< 0.1%) duplicate rows	Duplicates
`Actitudinal` is highly overall correlated with `Axiologica` and 3 other fields	High correlation
`Asignatura` is highly overall correlated with `Intensidad_Horaria`	High correlation
`Axiologica` is highly overall correlated with `Actitudinal` and 1 other fields	High correlation
`Cognitiva` is highly overall correlated with `En_Riesgo` and 3 other fields	High correlation
`En_Riesgo` is highly overall correlated with `Actitudinal` and 4 other fields	High correlation
`Intensidad_Horaria` is highly overall correlated with `Asignatura`	High correlation
`Nivel` is highly overall correlated with `Cognitiva` and 3 other fields	High correlation
`Procedimental` is highly overall correlated with `Actitudinal` and 4 other fields	High correlation
`Resultado` is highly overall correlated with `Actitudinal` and 5 other fields	High correlation
`Grupo` is highly imbalanced (82.0%)	Imbalance

Reproduction

Analysis started	2025-04-20 04:10:29.068595
Analysis finished	2025-04-20 04:10:41.260350
Duration	12.19 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Sede
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

FUSAGASUGÁ	21064
GIRARDOT	11617

Length

Max length	10
Median length	10
Mean length	9.289067
Min length	8

Characters and Unicode

Total characters	303576
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	FUSAGASUGÁ
2nd row	FUSAGASUGÁ
3rd row	FUSAGASUGÁ
4th row	FUSAGASUGÁ
5th row	FUSAGASUGÁ

Common Values

Value	Count	Frequency (%)
FUSAGASUGÁ	21064	64.5%
GIRARDOT	11617	35.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
fusagasugá	21064	64.5%
girardot	11617	35.5%

Most occurring characters

Value	Count	Frequency (%)
A	53745	17.7%
G	53745	17.7%
U	42128	13.9%
S	42128	13.9%
R	23234	7.7%
F	21064	6.9%
Á	21064	6.9%
I	11617	3.8%
D	11617	3.8%
O	11617	3.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	303576	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	53745	17.7%
G	53745	17.7%
U	42128	13.9%
S	42128	13.9%
R	23234	7.7%
F	21064	6.9%
Á	21064	6.9%
I	11617	3.8%
D	11617	3.8%
O	11617	3.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	303576	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	53745	17.7%
G	53745	17.7%
U	42128	13.9%
S	42128	13.9%
R	23234	7.7%
F	21064	6.9%
Á	21064	6.9%
I	11617	3.8%
D	11617	3.8%
O	11617	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	282512	93.1%
None	21064	6.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	53745	19.0%
G	53745	19.0%
U	42128	14.9%
S	42128	14.9%
R	23234	8.2%
F	21064	7.5%
I	11617	4.1%
D	11617	4.1%
O	11617	4.1%
T	11617	4.1%

None

Value	Count	Frequency (%)
Á	21064	100.0%

Estudiante
Text

Distinct	536
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

Length

Max length	64
Median length	64
Mean length	64
Min length	64

Characters and Unicode

Total characters	2091584
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc
2nd row	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc
3rd row	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc
4th row	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc
5th row	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc

Value	Count	Frequency (%)
67e962b5d7a5d8acf0bf8d3ad7b649731fb5b93a572701cb179e7ad34085913f	114	0.3%
ea2800df56fb0d136863b14274c1ee624f87a3b2ed4f526f12378bb008d5c9a5	114	0.3%
f9d935cfdd65b86ab48b8744e498b948f967135a90a5b745123143c179e71953	114	0.3%
ff141b8ae5959a35409bcc4e5d44b303a1981ac691a6fffe2fe29d716209226d	114	0.3%
9519826a81aaa636f1e893349c83c1039cf7d753d244486d09a92b34305c2d3c	114	0.3%
5b0b2f629983dcb33cf57fdd482995d078d564763f3aa7cbce449fa9f92aecd9	114	0.3%
ebf9e2f6852a5df378d9a51de531bdc5a23c21726d5351b2d45d57bb7f119c53	114	0.3%
b603b2fbee9c95020d8c2068d1bb49a31818e9041052e9daa822ce3171bd6e95	114	0.3%
6e2ed213a16fd82c2eaa6a7f60ac88355973c844033b2587d01a47428c5ff94a	114	0.3%
7c5a67f9d54e3428e44ef6eec5c5632fd35917f5c1a5ee2bf8b20e1c39af0051	110	0.3%
Other values (526)	31545	96.5%

Most occurring characters

Value	Count	Frequency (%)
c	136757	6.5%
2	135528	6.5%
1	135189	6.5%
5	133547	6.4%
8	131789	6.3%
d	131781	6.3%
3	131534	6.3%
b	130369	6.2%
a	129871	6.2%
f	129690	6.2%
Other values (6)	765529	36.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1305241	62.4%
Lowercase Letter	786343	37.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	135528	10.4%
1	135189	10.4%
5	133547	10.2%
8	131789	10.1%
3	131534	10.1%
7	128514	9.8%
0	128446	9.8%
4	128157	9.8%
9	127486	9.8%
6	125051	9.6%

Lowercase Letter

Value	Count	Frequency (%)
c	136757	17.4%
d	131781	16.8%
b	130369	16.6%
a	129871	16.5%
f	129690	16.5%
e	127875	16.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	1305241	62.4%
Latin	786343	37.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	135528	10.4%
1	135189	10.4%
5	133547	10.2%
8	131789	10.1%
3	131534	10.1%
7	128514	9.8%
0	128446	9.8%
4	128157	9.8%
9	127486	9.8%
6	125051	9.6%

Latin

Value	Count	Frequency (%)
c	136757	17.4%
d	131781	16.8%
b	130369	16.6%
a	129871	16.5%
f	129690	16.5%
e	127875	16.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2091584	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
c	136757	6.5%
2	135528	6.5%
1	135189	6.5%
5	133547	6.4%
8	131789	6.3%
d	131781	6.3%
3	131534	6.3%
b	130369	6.2%
a	129871	6.2%
f	129690	6.2%
Other values (6)	765529	36.6%

Grado
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.218751

Minimum	1
Maximum	11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	255.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	5
Q3	7
95-th percentile	10
Maximum	11
Range	10
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.7541509
Coefficient of variation (CV)	0.5277414
Kurtosis	-0.87671845
Mean	5.218751
Median Absolute Deviation (MAD)	2
Skewness	0.22799614
Sum	170554
Variance	7.5853473
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
6	4045	12.4%
4	3932	12.0%
3	3751	11.5%
7	3693	11.3%
5	3650	11.2%
2	3255	10.0%
1	3201	9.8%
8	2532	7.7%
10	1921	5.9%
9	1843	5.6%

Value	Count	Frequency (%)
1	3201	9.8%
2	3255	10.0%
3	3751	11.5%
4	3932	12.0%
5	3650	11.2%
6	4045	12.4%
7	3693	11.3%
8	2532	7.7%
9	1843	5.6%
10	1921	5.9%

Value	Count	Frequency (%)
11	858	2.6%
10	1921	5.9%
9	1843	5.6%
8	2532	7.7%
7	3693	11.3%
6	4045	12.4%
5	3650	11.2%
4	3932	12.0%
3	3751	11.5%
2	3255	10.0%

Grupo
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

A	31793
B	888

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	32681
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	31793	97.3%
B	888	2.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
a	31793	97.3%
b	888	2.7%

Most occurring characters

Value	Count	Frequency (%)
A	31793	97.3%
B	888	2.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	32681	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	31793	97.3%
B	888	2.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	32681	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	31793	97.3%
B	888	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32681	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	31793	97.3%
B	888	2.7%

Periodo
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

1	10804
2	7382
4	7280
3	7215

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	32681
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
1	10804	33.1%
2	7382	22.6%
4	7280	22.3%
3	7215	22.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	10804	33.1%
2	7382	22.6%
4	7280	22.3%
3	7215	22.1%

Most occurring characters

Value	Count	Frequency (%)
1	10804	33.1%
2	7382	22.6%
4	7280	22.3%
3	7215	22.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32681	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	10804	33.1%
2	7382	22.6%
4	7280	22.3%
3	7215	22.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	32681	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	10804	33.1%
2	7382	22.6%
4	7280	22.3%
3	7215	22.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32681	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	10804	33.1%
2	7382	22.6%
4	7280	22.3%
3	7215	22.1%

Año
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

2024	14697
2023	14594
2025	3390

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	130724
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2023
2nd row	2023
3rd row	2023
4th row	2023
5th row	2023

Common Values

Value	Count	Frequency (%)
2024	14697	45.0%
2023	14594	44.7%
2025	3390	10.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2024	14697	45.0%
2023	14594	44.7%
2025	3390	10.4%

Most occurring characters

Value	Count	Frequency (%)
2	65362	50.0%
0	32681	25.0%
4	14697	11.2%
3	14594	11.2%
5	3390	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	130724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	65362	50.0%
0	32681	25.0%
4	14697	11.2%
3	14594	11.2%
5	3390	2.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	130724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	65362	50.0%
0	32681	25.0%
4	14697	11.2%
3	14594	11.2%
5	3390	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	130724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	65362	50.0%
0	32681	25.0%
4	14697	11.2%
3	14594	11.2%
5	3390	2.6%

Intensidad_Horaria
Real number (ℝ)

High correlation

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.734647

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	255.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	3
Q3	4
95-th percentile	6
Maximum	7
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.503778
Coefficient of variation (CV)	0.54989838
Kurtosis	-0.22261305
Mean	2.734647
Median Absolute Deviation (MAD)	1
Skewness	0.61171523
Sum	89371
Variance	2.2613482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	9140	28.0%
3	7073	21.6%
4	6521	20.0%
2	6357	19.5%
5	1868	5.7%
6	1180	3.6%
7	542	1.7%

Value	Count	Frequency (%)
1	9140	28.0%
2	6357	19.5%
3	7073	21.6%
4	6521	20.0%
5	1868	5.7%
6	1180	3.6%
7	542	1.7%

Value	Count	Frequency (%)
7	542	1.7%
6	1180	3.6%
5	1868	5.7%
4	6521	20.0%
3	7073	21.6%
2	6357	19.5%
1	9140	28.0%

Asignatura
Categorical

High correlation

Distinct	27
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

EDUCACIÓN FÍSICA	2719
LECTURA CRÍTICA	2699
CIENCIAS NATURALES	2692
LENGUA CASTELLANA	2688
CIENCIAS SOCIALES	2630
Other values (22)	19253

Length

Max length	37
Median length	24
Mean length	17.179584
Min length	5

Characters and Unicode

Total characters	561446
Distinct characters	28
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CIENCIAS NATURALES
2nd row	CIENCIAS SOCIALES
3rd row	MATEMÁTICAS
4th row	LENGUA CASTELLANA
5th row	INGLÉS

Common Values

Value	Count	Frequency (%)
EDUCACIÓN FÍSICA	2719	8.3%
LECTURA CRÍTICA	2699	8.3%
CIENCIAS NATURALES	2692	8.2%
LENGUA CASTELLANA	2688	8.2%
CIENCIAS SOCIALES	2630	8.0%
MATEMÁTICAS	2627	8.0%
ARTES	2423	7.4%
TECNOLOGÍAS INFORMÁTICAS	1499	4.6%
INTEGRALIDAD	1492	4.6%
APRENDIZAJE BASADO EN PROYECTOS	1486	4.5%
Other values (17)	9726	29.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ciencias	5383	8.0%
educación	2780	4.1%
física	2746	4.1%
integralidad	2700	4.0%
lectura	2699	4.0%
crítica	2699	4.0%
e	2693	4.0%
naturales	2692	4.0%
lengua	2688	4.0%
castellana	2688	4.0%
Other values (34)	37876	56.0%

Most occurring characters

Value	Count	Frequency (%)
A	72537	12.9%
I	59683	10.6%
E	54617	9.7%
C	50299	9.0%
N	46283	8.2%
S	37013	6.6%
	34963	6.2%
T	34201	6.1%
L	25861	4.6%
R	23839	4.2%
Other values (18)	122150	21.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	526483	93.8%
Space Separator	34963	6.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	72537	13.8%
I	59683	11.3%
E	54617	10.4%
C	50299	9.6%
N	46283	8.8%
S	37013	7.0%
T	34201	6.5%
L	25861	4.9%
R	23839	4.5%
O	21073	4.0%
Other values (17)	101077	19.2%

Space Separator

Value	Count	Frequency (%)
	34963	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	526483	93.8%
Common	34963	6.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	72537	13.8%
I	59683	11.3%
E	54617	10.4%
C	50299	9.6%
N	46283	8.8%
S	37013	7.0%
T	34201	6.5%
L	25861	4.9%
R	23839	4.5%
O	21073	4.0%
Other values (17)	101077	19.2%

Common

Value	Count	Frequency (%)
	34963	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	540310	96.2%
None	21136	3.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	72537	13.4%
I	59683	11.0%
E	54617	10.1%
C	50299	9.3%
N	46283	8.6%
S	37013	6.9%
	34963	6.5%
T	34201	6.3%
L	25861	4.8%
R	23839	4.4%
Other values (13)	101014	18.7%

None

Value	Count	Frequency (%)
Ó	7772	36.8%
Í	7551	35.7%
Á	4126	19.5%
É	1540	7.3%
Ç	147	0.7%

Cognitiva
Real number (ℝ)

High correlation

Distinct	86
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.997827

Minimum	7
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	255.4 KiB

Quantile statistics

Minimum	7
5-th percentile	66
Q1	79
median	86
Q3	91
95-th percentile	96
Maximum	100
Range	93
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	9.672838
Coefficient of variation (CV)	0.11515581
Kurtosis	3.1937921
Mean	83.997827
Median Absolute Deviation (MAD)	6
Skewness	-1.2893509
Sum	2745133
Variance	93.563796
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
89	1894	5.8%
90	1730	5.3%
91	1649	5.0%
92	1587	4.9%
87	1564	4.8%
86	1449	4.4%
84	1381	4.2%
88	1375	4.2%
94	1352	4.1%
85	1352	4.1%
Other values (76)	17348	53.1%

Value	Count	Frequency (%)
7	1	< 0.1%
8	2	< 0.1%
10	2	< 0.1%
11	1	< 0.1%
15	2	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
21	1	< 0.1%
22	2	< 0.1%
23	2	< 0.1%

Value	Count	Frequency (%)
100	322	1.0%
99	350	1.1%
98	227	0.7%
97	568	1.7%
96	654	2.0%
95	863	2.6%
94	1352	4.1%
93	1132	3.5%
92	1587	4.9%
91	1649	5.0%

Procedimental
Real number (ℝ)

High correlation

Distinct	86
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.74655

Minimum	7
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	255.4 KiB

Quantile statistics

Minimum	7
5-th percentile	64
Q1	79
median	86
Q3	91
95-th percentile	96
Maximum	100
Range	93
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	10.10207
Coefficient of variation (CV)	0.12062671
Kurtosis	3.235828
Mean	83.74655
Median Absolute Deviation (MAD)	6
Skewness	-1.3605783
Sum	2736921
Variance	102.05183
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
89	1793	5.5%
90	1758	5.4%
91	1707	5.2%
87	1648	5.0%
92	1615	4.9%
84	1410	4.3%
88	1402	4.3%
86	1392	4.3%
94	1329	4.1%
85	1326	4.1%
Other values (76)	17301	52.9%

Value	Count	Frequency (%)
7	1	< 0.1%
8	3	< 0.1%
10	2	< 0.1%
12	1	< 0.1%
13	2	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
22	2	< 0.1%
23	1	< 0.1%
24	3	< 0.1%

Value	Count	Frequency (%)
100	278	0.9%
99	294	0.9%
98	217	0.7%
97	635	1.9%
96	662	2.0%
95	942	2.9%
94	1329	4.1%
93	1096	3.4%
92	1615	4.9%
91	1707	5.2%

Actitudinal
Real number (ℝ)

High correlation

Distinct	70
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88.142835

Minimum	0
Maximum	100
Zeros	27
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	255.4 KiB

Quantile statistics

Minimum	0
5-th percentile	70
Q1	85
median	90
Q3	95
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	9.0875573
Coefficient of variation (CV)	0.10310035
Kurtosis	11.828548
Mean	88.142835
Median Absolute Deviation (MAD)	5
Skewness	-2.1680928
Sum	2880596
Variance	82.583698
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	7225	22.1%
95	3749	11.5%
80	3609	11.0%
100	2990	9.1%
85	2682	8.2%
88	1082	3.3%
87	958	2.9%
92	930	2.8%
70	894	2.7%
89	848	2.6%
Other values (60)	7714	23.6%

Value	Count	Frequency (%)
0	27	0.1%
8	1	< 0.1%
10	4	< 0.1%
15	2	< 0.1%
20	5	< 0.1%
23	1	< 0.1%
25	3	< 0.1%
26	1	< 0.1%
30	13	< 0.1%
33	1	< 0.1%

Value	Count	Frequency (%)
100	2990	9.1%
99	220	0.7%
98	616	1.9%
97	510	1.6%
96	589	1.8%
95	3749	11.5%
94	729	2.2%
93	848	2.6%
92	930	2.8%
91	378	1.2%

Axiologica
Real number (ℝ)

High correlation

Distinct	67
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	89.805147

Minimum	0
Maximum	100
Zeros	23
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	255.4 KiB

Quantile statistics

Minimum	0
5-th percentile	75
Q1	86
median	90
Q3	95
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	8.4450799
Coefficient of variation (CV)	0.094037817
Kurtosis	15.424995
Mean	89.805147
Median Absolute Deviation (MAD)	5
Skewness	-2.4779653
Sum	2934922
Variance	71.319375
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	7673	23.5%
95	4643	14.2%
100	3897	11.9%
80	2662	8.1%
85	2017	6.2%
93	983	3.0%
92	966	3.0%
96	941	2.9%
88	926	2.8%
89	852	2.6%
Other values (57)	7121	21.8%

Value	Count	Frequency (%)
0	23	0.1%
8	1	< 0.1%
9	1	< 0.1%
10	6	< 0.1%
19	1	< 0.1%
20	5	< 0.1%
25	3	< 0.1%
30	11	< 0.1%
34	1	< 0.1%
35	1	< 0.1%

Value	Count	Frequency (%)
100	3897	11.9%
99	297	0.9%
98	798	2.4%
97	557	1.7%
96	941	2.9%
95	4643	14.2%
94	796	2.4%
93	983	3.0%
92	966	3.0%
91	434	1.3%

Docente
Text

Distinct	73
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Length

Max length	36
Median length	26
Mean length	22.414002
Min length	17

Characters and Unicode

Total characters	732512
Distinct characters	42
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ALEJANDRA LEÓN DICELIS
2nd row	KATHERINE CUBILLOS VÉLEZ
3rd row	TATIANA GONZÁLEZ MORENO
4th row	KATHERINE CUBILLOS VÉLEZ
5th row	ALEJANDRA MORALES GARCÍA

Value	Count	Frequency (%)
sánchez	3056	3.1%
alejandra	3016	3.1%
rodríguez	2498	2.5%
rincón	2092	2.1%
stivenson	2037	2.1%
najas	2037	2.1%
buitrago	1720	1.8%
steven	1720	1.8%
barrero	1720	1.8%
torres	1717	1.8%
Other values (156)	76430	78.0%

Most occurring characters

Value	Count	Frequency (%)
A	106319	14.5%
	65362	8.9%
R	62605	8.5%
E	56956	7.8%
N	56516	7.7%
O	50444	6.9%
I	43947	6.0%
L	41273	5.6%
S	39254	5.4%
T	32431	4.4%
Other values (32)	177405	24.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	667030	91.1%
Space Separator	65362	8.9%
Decimal Number	120	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	106319	15.9%
R	62605	9.4%
E	56956	8.5%
N	56516	8.5%
O	50444	7.6%
I	43947	6.6%
L	41273	6.2%
S	39254	5.9%
T	32431	4.9%
C	20429	3.1%
Other values (21)	156856	23.5%

Decimal Number

Value	Count	Frequency (%)
1	40	33.3%
2	16	13.3%
5	8	6.7%
6	8	6.7%
7	8	6.7%
8	8	6.7%
9	8	6.7%
4	8	6.7%
0	8	6.7%
3	8	6.7%

Space Separator

Value	Count	Frequency (%)
	65362	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	667030	91.1%
Common	65482	8.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	106319	15.9%
R	62605	9.4%
E	56956	8.5%
N	56516	8.5%
O	50444	7.6%
I	43947	6.6%
L	41273	6.2%
S	39254	5.9%
T	32431	4.9%
C	20429	3.1%
Other values (21)	156856	23.5%

Common

Value	Count	Frequency (%)
	65362	99.8%
1	40	0.1%
2	16	< 0.1%
5	8	< 0.1%
6	8	< 0.1%
7	8	< 0.1%
8	8	< 0.1%
9	8	< 0.1%
4	8	< 0.1%
0	8	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	711913	97.2%
None	20599	2.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	106319	14.9%
	65362	9.2%
R	62605	8.8%
E	56956	8.0%
N	56516	7.9%
O	50444	7.1%
I	43947	6.2%
L	41273	5.8%
S	39254	5.5%
T	32431	4.6%
Other values (26)	156806	22.0%

None

Value	Count	Frequency (%)
Á	6799	33.0%
Ó	5984	29.0%
Í	4249	20.6%
É	2354	11.4%
Ñ	835	4.1%
Ì	378	1.8%

Resultado
Real number (ℝ)

High correlation

Distinct	86
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	85.429271

Minimum	5
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	255.4 KiB

Quantile statistics

Minimum	5
5-th percentile	70
Q1	81
median	87
Q3	91
95-th percentile	96
Maximum	100
Range	95
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	8.2917073
Coefficient of variation (CV)	0.097059324
Kurtosis	5.7837481
Mean	85.429271
Median Absolute Deviation (MAD)	5
Skewness	-1.5085957
Sum	2791914
Variance	68.75241
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	1949	6.0%
89	1945	6.0%
91	1793	5.5%
87	1763	5.4%
88	1732	5.3%
86	1724	5.3%
92	1630	5.0%
85	1609	4.9%
84	1525	4.7%
93	1439	4.4%
Other values (76)	15572	47.6%

Value	Count	Frequency (%)
5	1	< 0.1%
6	2	< 0.1%
9	1	< 0.1%
10	2	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
17	2	< 0.1%
18	3	< 0.1%
19	1	< 0.1%
20	4	< 0.1%

Value	Count	Frequency (%)
100	217	0.7%
99	213	0.7%
98	345	1.1%
97	502	1.5%
96	730	2.2%
95	1110	3.4%
94	1346	4.1%
93	1439	4.4%
92	1630	5.0%
91	1793	5.5%

Nivel
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.8 MiB

ALTO	23340
BÁSICO	5903
SUPERIOR	3117
BAJO	321

Length

Max length	8
Median length	4
Mean length	4.7427557
Min length	4

Characters and Unicode

Total characters	154998
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SUPERIOR
2nd row	ALTO
3rd row	ALTO
4th row	SUPERIOR
5th row	ALTO

Common Values

Value	Count	Frequency (%)
ALTO	23340	71.4%
BÁSICO	5903	18.1%
SUPERIOR	3117	9.5%
BAJO	321	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
alto	23340	71.4%
básico	5903	18.1%
superior	3117	9.5%
bajo	321	1.0%

Most occurring characters

Value	Count	Frequency (%)
O	32681	21.1%
A	23661	15.3%
L	23340	15.1%
T	23340	15.1%
S	9020	5.8%
I	9020	5.8%
R	6234	4.0%
B	6224	4.0%
Á	5903	3.8%
C	5903	3.8%
Other values (4)	9672	6.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	154998	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
O	32681	21.1%
A	23661	15.3%
L	23340	15.1%
T	23340	15.1%
S	9020	5.8%
I	9020	5.8%
R	6234	4.0%
B	6224	4.0%
Á	5903	3.8%
C	5903	3.8%
Other values (4)	9672	6.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	154998	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	32681	21.1%
A	23661	15.3%
L	23340	15.1%
T	23340	15.1%
S	9020	5.8%
I	9020	5.8%
R	6234	4.0%
B	6224	4.0%
Á	5903	3.8%
C	5903	3.8%
Other values (4)	9672	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	149095	96.2%
None	5903	3.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
O	32681	21.9%
A	23661	15.9%
L	23340	15.7%
T	23340	15.7%
S	9020	6.0%
I	9020	6.0%
R	6234	4.2%
B	6224	4.2%
C	5903	4.0%
U	3117	2.1%
Other values (3)	6555	4.4%

None

Value	Count	Frequency (%)
Á	5903	100.0%

Identificacion
Text

Distinct	464
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

Length

Max length	64
Median length	64
Mean length	64
Min length	64

Characters and Unicode

Total characters	2091584
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea
2nd row	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea
3rd row	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea
4th row	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea
5th row	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea

Value	Count	Frequency (%)
5e6336ba4dc4061a9835b7ca9ff9f7cb3460be9cbfe7df778451f765c4ed8ac5	114	0.3%
22c7fb72bf379aa7c086a1f4a71a42828dfa0d1bca282a056b2b575cc18ec243	114	0.3%
087e955b29fb14a0939676839f94716a0d484c19c681e6a91ca658a1ed7527dd	114	0.3%
8a59db949fbfa3448b7baa9846cdff2716e16cf13a27482094b4e5c9da15d132	114	0.3%
3713ac9da3dce5378592ca1fdab4ab85430eb45f51e79b3407d67a38199ecf7c	114	0.3%
eff9626bca10271224098b63c922abe6698881efd47cadc3f22ec39a65353330	114	0.3%
884718eb1cb083208033f0496dc85f22cddd8456a43ad721e428862c6ed88a8a	114	0.3%
e04b0e98e8ed34aed94d0fd4607b104c1a0e95245d4d1d59457cb6e24b7a2cf5	114	0.3%
6972dfae4c538733dd215603f7fd81a43f9ac6b0396a56b08aa075b202bb0899	114	0.3%
76f410cd43a36a0e832f41a95d4106eb689a389970237347895d5d15831fec84	114	0.3%
Other values (454)	31541	96.5%

Most occurring characters

Value	Count	Frequency (%)
9	134626	6.4%
2	134497	6.4%
6	133983	6.4%
b	133633	6.4%
3	132919	6.4%
0	131157	6.3%
a	130679	6.2%
4	130648	6.2%
c	130495	6.2%
1	129419	6.2%
Other values (6)	769528	36.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1309470	62.6%
Lowercase Letter	782114	37.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	134626	10.3%
2	134497	10.3%
6	133983	10.2%
3	132919	10.2%
0	131157	10.0%
4	130648	10.0%
1	129419	9.9%
5	128334	9.8%
8	128025	9.8%
7	125862	9.6%

Lowercase Letter

Value	Count	Frequency (%)
b	133633	17.1%
a	130679	16.7%
c	130495	16.7%
e	129328	16.5%
f	129198	16.5%
d	128781	16.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	1309470	62.6%
Latin	782114	37.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	134626	10.3%
2	134497	10.3%
6	133983	10.2%
3	132919	10.2%
0	131157	10.0%
4	130648	10.0%
1	129419	9.9%
5	128334	9.8%
8	128025	9.8%
7	125862	9.6%

Latin

Value	Count	Frequency (%)
b	133633	17.1%
a	130679	16.7%
c	130495	16.7%
e	129328	16.5%
f	129198	16.5%
d	128781	16.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2091584	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	134626	6.4%
2	134497	6.4%
6	133983	6.4%
b	133633	6.4%
3	132919	6.4%
0	131157	6.3%
a	130679	6.2%
4	130648	6.2%
c	130495	6.2%
1	129419	6.2%
Other values (6)	769528	36.8%

En_Riesgo
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.0 KiB

False	26457
True	6224

Value	Count	Frequency (%)
False	26457	81.0%
True	6224	19.0%

	Actitudinal	Asignatura	Axiologica	Año	Cognitiva	En_Riesgo	Grado	Grupo	Intensidad_Horaria	Nivel	Periodo	Procedimental	Resultado	Sede
Actitudinal	1.000	0.114	0.718	0.061	0.495	0.520	-0.137	0.045	-0.015	0.465	0.031	0.510	0.676	0.080
Asignatura	0.114	1.000	0.079	0.422	0.170	0.293	0.228	0.111	0.723	0.216	0.090	0.161	0.142	0.126
Axiologica	0.718	0.079	1.000	0.081	0.384	0.452	-0.118	0.060	0.005	0.424	0.034	0.394	0.570	0.122
Año	0.061	0.422	0.081	1.000	0.034	0.025	0.155	0.186	0.134	0.036	0.342	0.034	0.040	0.045
Cognitiva	0.495	0.170	0.384	0.034	1.000	0.790	-0.144	0.054	-0.334	0.672	0.039	0.930	0.945	0.089
En_Riesgo	0.520	0.293	0.452	0.025	0.790	1.000	0.109	0.027	0.227	1.000	0.029	0.814	0.844	0.008
Grado	-0.137	0.228	-0.118	0.155	-0.144	0.109	1.000	0.322	0.023	0.097	0.027	-0.125	-0.151	0.300
Grupo	0.045	0.111	0.060	0.186	0.054	0.027	0.322	1.000	0.048	0.042	0.008	0.046	0.052	0.124
Intensidad_Horaria	-0.015	0.723	0.005	0.134	-0.334	0.227	0.023	0.048	1.000	0.154	0.041	-0.313	-0.272	0.046
Nivel	0.465	0.216	0.424	0.036	0.672	1.000	0.097	0.042	0.154	1.000	0.040	0.675	0.733	0.098
Periodo	0.031	0.090	0.034	0.342	0.039	0.029	0.027	0.008	0.041	0.040	1.000	0.039	0.040	0.000
Procedimental	0.510	0.161	0.394	0.034	0.930	0.814	-0.125	0.046	-0.313	0.675	0.039	1.000	0.952	0.106
Resultado	0.676	0.142	0.570	0.040	0.945	0.844	-0.151	0.052	-0.272	0.733	0.040	0.952	1.000	0.093
Sede	0.080	0.126	0.122	0.045	0.089	0.008	0.300	0.124	0.046	0.098	0.000	0.106	0.093	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Sede	Estudiante	Grado	Grupo	Periodo	Año	Intensidad_Horaria	Asignatura	Cognitiva	Procedimental	Actitudinal	Axiologica	Docente	Resultado	Nivel	Identificacion	En_Riesgo
0	FUSAGASUGÁ	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc	1	A	3	2023	3	CIENCIAS NATURALES	95	96	93	94	ALEJANDRA LEÓN DICELIS	95	SUPERIOR	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea	False
1	FUSAGASUGÁ	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc	1	A	3	2023	3	CIENCIAS SOCIALES	94	94	95	95	KATHERINE CUBILLOS VÉLEZ	94	ALTO	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea	False
2	FUSAGASUGÁ	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc	1	A	3	2023	5	MATEMÁTICAS	74	73	95	95	TATIANA GONZÁLEZ MORENO	81	ALTO	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea	False
3	FUSAGASUGÁ	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc	1	A	3	2023	4	LENGUA CASTELLANA	97	97	95	95	KATHERINE CUBILLOS VÉLEZ	96	SUPERIOR	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea	False
4	FUSAGASUGÁ	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc	1	A	3	2023	4	INGLÉS	85	86	90	90	ALEJANDRA MORALES GARCÍA	87	ALTO	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea	False
5	FUSAGASUGÁ	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc	1	A	3	2023	2	CREATIVIDAD E INNOVACIÓN	94	94	90	95	SANDRA SANTISTEBAN OSTOS	94	ALTO	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea	False
6	FUSAGASUGÁ	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc	1	A	3	2023	4	APRENDIZAJE BASADO EN PROYECTOS	94	94	94	91	ALEJANDRA LEÓN DICELIS	93	ALTO	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea	False
7	FUSAGASUGÁ	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc	1	A	3	2023	3	EDUCACIÓN FÍSICA	97	97	100	80	STEVEN BARRERO BUITRAGO	95	SUPERIOR	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea	False
8	FUSAGASUGÁ	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc	1	A	3	2023	2	LECTURA CRÍTICA	92	93	95	98	YENNY SOTELO GÓMEZ	93	ALTO	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea	False
9	FUSAGASUGÁ	333f3585f373ea9e63004097032d9f5e21f43ba06ae185c24cd1d34309c28bcc	1	A	3	2023	1	ARTES	92	92	90	90	SANDRA SANTISTEBAN OSTOS	92	ALTO	77467efb2ca484cbdd90ca871596ada0efa1b81ca9be838ca7992df0c48dabea	False

	Sede	Estudiante	Grado	Grupo	Periodo	Año	Intensidad_Horaria	Asignatura	Cognitiva	Procedimental	Actitudinal	Axiologica	Docente	Resultado	Nivel	Identificacion	En_Riesgo
32671	GIRARDOT	94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38	9	A	1	2025	6	MATEMÁTICAS	77	80	90	90	XIMENA VILLANUEVA ROJAS	82	ALTO	c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea	False
32672	GIRARDOT	94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38	9	A	1	2025	4	LENGUA CASTELLANA	81	81	87	87	VALENTINA SARABIA VARGAS	83	ALTO	c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea	False
32673	GIRARDOT	94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38	9	A	1	2025	2	LECTURA CRÍTICA	82	82	90	90	VALENTINA SARABIA VARGAS	84	ALTO	c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea	False
32674	GIRARDOT	94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38	9	A	1	2025	6	ENGLISH	71	74	85	100	ALEXANDER VARGAS GÓMEZ	79	BÁSICO	c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea	True
32675	GIRARDOT	94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38	9	A	1	2025	3	EDUCACIÓN FÍSICA	88	84	83	95	FELIPE SÁNCHEZ SALDARRIAGA	87	ALTO	c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea	False
32676	GIRARDOT	94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38	9	A	1	2025	3	INNOVACIÓN Y EMPRENDIMIENTO	84	85	85	85	LILIANA SARABIA VARGAS	84	ALTO	c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea	False
32677	GIRARDOT	94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38	9	A	1	2025	2	APRENDIZAJE BASADO EN INVESTIGACIÓN	83	83	85	86	XIMENA VILLANUEVA ROJAS	84	ALTO	c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea	False
32678	GIRARDOT	94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38	9	A	1	2025	2	CENTRO DE INTERÉS ARTÍSTICO	94	92	94	95	CENTRO DE INTERÉS	94	ALTO	c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea	False
32679	GIRARDOT	94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38	9	A	1	2025	1	TECNOLOGÍAS INFORMÁTICAS	84	83	80	80	LILIANA SARABIA VARGAS	82	ALTO	c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea	False
32680	GIRARDOT	94f5f93868edf72f3f1c812de64b2950b84ca378b1a7c9297cff95b3e22b0c38	9	A	1	2025	1	INTEGRALIDAD	95	95	90	90	STIVEN RUBIANO CAPADOR	94	ALTO	c5e68cbe701e21016b0713e7290e36421fe4a34f373ee9b3325aa9754ce17bea	False

Most frequently occurring

	Sede	Estudiante	Grado	Grupo	Periodo	Año	Intensidad_Horaria	Asignatura	Cognitiva	Procedimental	Actitudinal	Axiologica	Docente	Resultado	Nivel	Identificacion	En_Riesgo	# duplicates
0	GIRARDOT	5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171	5	A	4	2024	1	ARTES	92	91	90	92	FELIPE SÁNCHEZ SALDARRIAGA	92	ALTO	b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e	False	2
1	GIRARDOT	5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171	5	A	4	2024	1	CREATIVIDAD E INNOVACIÓN	83	84	95	95	CAROLINA CORTÉS MENDOZA	87	ALTO	b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e	False	2
2	GIRARDOT	5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171	5	A	4	2024	1	INTEGRALIDAD	79	59	85	85	CAMILO BONILLA TORRES	74	BÁSICO	b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e	True	2
3	GIRARDOT	5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171	5	A	4	2024	1	TECNOLOGÍAS INFORMÁTICAS	92	92	100	100	GUILLERMO MARIOTTE PARRA	94	ALTO	b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e	False	2
4	GIRARDOT	5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171	5	A	4	2024	2	APRENDIZAJE BASADO EN PROYECTOS	90	89	88	95	FELIPE SÁNCHEZ SALDARRIAGA	90	ALTO	b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e	False	2
5	GIRARDOT	5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171	5	A	4	2024	2	LECTURA CRÍTICA	79	79	85	85	VALENTINA SARABIA VARGAS	80	ALTO	b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e	False	2
6	GIRARDOT	5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171	5	A	4	2024	3	CIENCIAS SOCIALES	81	81	90	93	SÁNCHEZ CANTOR ANAVE	85	ALTO	b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e	False	2
7	GIRARDOT	5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171	5	A	4	2024	3	EDUCACIÓN FÍSICA	91	91	91	93	FELIPE SÁNCHEZ SALDARRIAGA	91	ALTO	b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e	False	2
8	GIRARDOT	5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171	5	A	4	2024	3	LENGUA CASTELLANA	85	85	83	83	VALENTINA SARABIA VARGAS	84	ALTO	b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e	False	2
9	GIRARDOT	5f753840b6675e34d49b8601b82cd03c8c8200ddd94c8735363faa9787f2d171	5	A	4	2024	4	CIENCIAS NATURALES	84	89	80	80	ALBERTO REYES VILLANUEVA	85	ALTO	b49bef9f68dfe219fac5688588e3c5ae4fc2f953491bb70a41011acac0ef539e	False	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block